Added python and some test embeddings data

Author: kubre

.gitignore

@@ -19,3 +19,8 @@
 
 # Go workspace file
 go.work
+
+
+# Python
+venv
+*.pyc

embeddings.py

@@ -0,0 +1,24 @@
+# This is python file to generate some test embeddings to use
+
+from sentence_transformers import SentenceTransformer
+
+from numpy import ndarray
+import numpy as np
+from typing import Type
+
+sentences = [
+    "Chandrayaan-3 is the third Indian lunar exploration mission under the Indian Space Research Organisation's (ISRO) Chandrayaan programme.",
+    "Chandrayaan-3 was launched on 14 July 2023.",
+    "On 22 July 2019, ISRO launched Chandrayaan-2",
+    "The Vikram lander is responsible for the soft landing on the Moon.",
+    "The Pragyan rover is a six-wheeled vehicle with a mass of 26 kilograms (57 pounds).",
+    "Confirming the existence of the project, ISRO's former chairman K. Sivan stated that the estimated cost would be around ₹615 crore (equivalent to ₹721 crore or US$90 million in 2023).",
+]
+
+model = SentenceTransformer("sentence-transformers/all-MiniLM-L6-v2")
+embeddings: Type[ndarray] = model.encode(sentences, convert_to_numpy=True)
+
+print("Generated Embeddings from sentence \n", embeddings)
+
+np.asarray(embeddings)
+np.savetxt("test_data.csv", embeddings, delimiter=",")

go.mod

@@ -0,0 +1,3 @@
+module github.com/kubre/vdb
+
+go 1.21

main.go

@@ -0,0 +1,7 @@
+package main
+
+import "fmt"
+
+func main() {
+	fmt.Print("Hello")
+}

requirements.txt

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+certifi==2023.7.22
+charset-normalizer==3.2.0
+click==8.1.7
+colorama==0.4.6
+filelock==3.12.2
+fsspec==2023.6.0
+huggingface-hub==0.16.4
+idna==3.4
+Jinja2==3.1.2
+joblib==1.3.2
+MarkupSafe==2.1.3
+mpmath==1.3.0
+networkx==3.1
+nltk==3.8.1
+numpy==1.25.2
+packaging==23.1
+Pillow==10.0.0
+PyYAML==6.0.1
+regex==2023.8.8
+requests==2.31.0
+safetensors==0.3.3
+scikit-learn==1.3.0
+scipy==1.11.2
+sentence-transformers==2.2.2
+sentencepiece==0.1.99
+sympy==1.12
+threadpoolctl==3.2.0
+tokenizers==0.13.3
+torch==2.0.1
+torchvision==0.15.2
+tqdm==4.66.1
+transformers==4.32.0
+typing_extensions==4.7.1
+urllib3==2.0.4